Optimization methods in metabolic networks
Costas D. Maranas, Ali R. Zomorrodi.
Hoboken, New Jersey : John Wiley & Sons Inc., [2016]c©2016
xv, 262 págs. : ilustraciones ; 24 cm.
ISBN: 9781119028499
Incluye referencias bibliográficas e índice.
Contenido
- Mathematical optimization fundamentals
- Linear programming and duality theory
- Flux balance analysis and LP problems
- Modeling with binary variables and MILP
- Thermodynamic analysis of metabolic networks
- Resolving network gaps and growth prediction inconsistencies in metabolic networks
- Identification and construction of pathways to target metabolites
- Computational strain design
- NLP fundamentals
- NLP applications in metabolic networks
- MINLP fundamentals and applications.